Triple

T13636617
Position Surface form Disambiguated ID Type / Status
Subject RFC 2481 E325863 entity
Predicate relatedTo P37 FINISHED
Object Differentiated Services
Differentiated Services is an architecture for providing scalable, class-based quality of service in IP networks by marking and handling packets according to predefined service levels.
E519654 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Differentiated Services | Statement: [RFC 2481, relatedTo, Differentiated Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Differentiated Services
Context triple: [RFC 2481, relatedTo, Differentiated Services]
  • A. Qos
    Qos is the chief national god of the ancient Edomites, often linked to storm and warrior attributes in the religious traditions of the Levant.
  • B. Internet Protocol type of service field
    The Internet Protocol type of service field is a header field in IP packets originally intended to indicate desired quality-of-service parameters such as delay, throughput, and reliability for network routing and handling decisions.
  • C. QCI (QoS Class Identifier)
    QCI (QoS Class Identifier) is a standardized LTE parameter that categorizes traffic into different quality-of-service classes, defining priorities, delay budgets, and packet loss characteristics for various services.
  • D. Q-in-Q
    Q-in-Q is a networking technique that encapsulates one VLAN tag inside another to allow service providers to transport multiple customer VLANs across their backbone.
  • E. MPLS
    MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Differentiated Services
Triple: [RFC 2481, relatedTo, Differentiated Services]
Generated description
Differentiated Services is an architecture for providing scalable, class-based quality of service in IP networks by marking and handling packets according to predefined service levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Differentiated Services
Target entity description: Differentiated Services is an architecture for providing scalable, class-based quality of service in IP networks by marking and handling packets according to predefined service levels.
  • A. Qos
    Qos is the chief national god of the ancient Edomites, often linked to storm and warrior attributes in the religious traditions of the Levant.
  • B. Internet Protocol type of service field chosen
    The Internet Protocol type of service field is a header field in IP packets originally intended to indicate desired quality-of-service parameters such as delay, throughput, and reliability for network routing and handling decisions.
  • C. QCI (QoS Class Identifier)
    QCI (QoS Class Identifier) is a standardized LTE parameter that categorizes traffic into different quality-of-service classes, defining priorities, delay budgets, and packet loss characteristics for various services.
  • D. Q-in-Q
    Q-in-Q is a networking technique that encapsulates one VLAN tag inside another to allow service providers to transport multiple customer VLANs across their backbone.
  • E. MPLS
    MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a616dc81908b8c1213e1d4beed completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af297008190b12256c936714213 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78f1aca288190b4a0af0dd4e96c50 completed May 3, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69f790d7bce08190b56fb03b0586ee52 completed May 3, 2026, 6:15 p.m.
Created at: April 9, 2026, 9:51 p.m.